{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import json"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "os.chdir(\"/home/kiprono/Documents/STELLENBOSCH UNIVERISTY/\\\n",
    "Masters by Research/Mask RCNN/Annotation projects/fruits/train\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "with open(\"via_project_fruits.json\",\"r\") as f:\n",
    "    data = f.read()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'_MG_3004_02.jpg'"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data = json.loads(data)\n",
    "\n",
    "annotations = list(data.values())\n",
    "annotations[0][\"filename\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
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      "0004-0001-12403-536-88.jpg\n",
      "0004-0001-12409-544-102.jpg\n",
      "0004-0002-1-92-0092.jpg\n",
      "0004-0002-1-128-0128.jpg\n",
      "0004-0002-1-131-0131.jpg\n",
      "0004-0002-11647-156-201.jpg\n",
      "0004-0002-12402-531-78.jpg\n",
      "0004-0002-12403-533-77.jpg\n",
      "0004-0002-12409-544-102.jpg\n",
      "0004-0003-12013-251-409.jpg\n",
      "0004-0003-12014-254-327.jpg\n",
      "0004-0003-12014-272-396.jpg\n",
      "0004-0003-12384-483-145.jpg\n",
      "0004-0003-12402-532-81.jpg\n",
      "0004-0004-1-25-0025.jpg\n",
      "0004-0004-1-49-0049.jpg\n",
      "0004-0004-1-62-0062.jpg\n",
      "0004-0004-1-92-0092.jpg\n",
      "0004-0004-1-119-0119.jpg\n",
      "0004-0004-1-187-0187.jpg\n",
      "0004-0004-2-55-0055.jpg\n",
      "0004-0004-2-82-0082.jpg\n",
      "0004-0004-11447-81-188.jpg\n",
      "0004-0004-11647-156-201.jpg\n",
      "0004-0004-12013-252-304.jpg\n",
      "0004-0005-11645-126-177.jpg\n",
      "0004-0006-1-49-0049.jpg\n",
      "0004-0006-1-92-0092.jpg\n",
      "0004-0006-11645-126-177.jpg\n",
      "0004-0006-11646-140-81.jpg\n",
      "0004-0006-11647-156-201.jpg\n",
      "0004-0006-12013-252-304.jpg\n",
      "0004-0006-12014-254-327.jpg\n",
      "0005-0001-1-49-0049.jpg\n",
      "0005-0001-1-118-0118.jpg\n",
      "0005-0002-1-92-0092.jpg\n",
      "0005-0002-1-119-0119.jpg\n",
      "0005-0002-2-82-0082.jpg\n",
      "0005-0002-11645-117-69.jpg\n",
      "0005-0002-11645-126-133.jpg\n",
      "0005-0002-11645-134-120.jpg\n",
      "0005-0002-12013-251-409.jpg\n",
      "0005-0002-12382-467-143.jpg\n",
      "0005-0002-12403-533-77.jpg\n",
      "0005-0003-1-128-0128.jpg\n",
      "0005-0003-1-169-0169.jpg\n",
      "0005-0003-11645-117-69.jpg\n",
      "0005-0003-11645-124-69.jpg\n",
      "0005-0003-12014-272-396.jpg\n",
      "0005-0004-1-25-0025.jpg\n",
      "0005-0004-1-49-0049.jpg\n",
      "0005-0004-1-92-0092.jpg\n",
      "0005-0004-1-119-0119.jpg\n",
      "0005-0004-1-187-0187.jpg\n",
      "0005-0004-11446-46-112.jpg\n",
      "0005-0004-11447-75-147.jpg\n",
      "0005-0004-11647-156-201.jpg\n",
      "0005-0004-12013-251-409.jpg\n",
      "0005-0004-12013-252-304.jpg\n",
      "0005-0004-12014-272-396.jpg\n",
      "0005-0005-1-49-0049.jpg\n",
      "0005-0005-1-92-0092.jpg\n",
      "0005-0005-1-128-0128.jpg\n",
      "0005-0005-11645-117-69.jpg\n",
      "0005-0005-12384-483-145.jpg\n",
      "0005-0006-2-69-0069.jpg\n",
      "0005-0006-11645-117-69.jpg\n",
      "0005-0006-11645-126-133.jpg\n",
      "0005-0006-11645-126-177.jpg\n",
      "0006-0001-1-118-0118.jpg\n",
      "0006-0001-1-169-0169.jpg\n",
      "0006-0001-12013-251-409.jpg\n",
      "0006-0001-12402-531-78.jpg\n",
      "0006-0001-12402-532-81.jpg\n",
      "0006-0002-2-82-0082.jpg\n",
      "0006-0002-12382-467-143.jpg\n",
      "0006-0002-12402-532-81.jpg\n",
      "0006-0002-12409-544-102.jpg\n",
      "0006-0003-1-62-0062.jpg\n",
      "0006-0003-1-128-0128.jpg\n",
      "0006-0003-1-131-0131.jpg\n",
      "0006-0003-1-169-0169.jpg\n",
      "0006-0003-2-82-0082.jpg\n",
      "0006-0003-11645-117-69.jpg\n",
      "0006-0003-12013-251-409.jpg\n",
      "0006-0003-12384-483-145.jpg\n",
      "0006-0004-11646-140-81.jpg\n",
      "0006-0005-1-25-0025.jpg\n",
      "0006-0005-1-49-0049.jpg\n",
      "0006-0005-1-62-0062.jpg\n",
      "0006-0005-1-92-0092.jpg\n",
      "0006-0005-1-119-0119.jpg\n",
      "0006-0005-1-128-0128.jpg\n",
      "0006-0005-11646-140-81.jpg\n",
      "0006-0006-11645-117-69.jpg\n",
      "0006-0006-11645-126-177.jpg\n",
      "0006-0006-12014-253-337.jpg\n",
      "0006-0006-12384-483-145.jpg\n"
     ]
    }
   ],
   "source": [
    "all_images = []\n",
    "for i in range(len(annotations)):\n",
    "    print(annotations[i][\"filename\"])\n",
    "    all_images.append(annotations[i][\"filename\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "2588"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(all_images)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "not_images = []\n",
    "for image in os.listdir(os.getcwd()):\n",
    "    if image not in all_images:\n",
    "        not_images.append(image)\n",
    "        #os.remove(os.path.join(os.getcwd(),image))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       " '0001-0001-11444-28-95.jpg',\n",
       " '0001-0001-11446-46-112.jpg',\n",
       " '0001-0001-11446-49-112.jpg',\n",
       " '0001-0001-11647-156-201.jpg',\n",
       " '0001-0001-12013-252-304.jpg',\n",
       " '0001-0001-2-95-0095.jpg',\n",
       " '0001-0002-1-10-0010.jpg',\n",
       " '0001-0002-11446-49-112.jpg',\n",
       " '0001-0002-12013-252-304.jpg',\n",
       " '0001-0002-12409-544-102.jpg',\n",
       " '0001-0002-2-82-0082.jpg',\n",
       " '0001-0005-1-128-0128.jpg',\n",
       " '0001-0005-1-169-0169.jpg',\n",
       " '0001-0005-1-25-0025.jpg',\n",
       " '0001-11444-28-95.jpg',\n",
       " '0001-11446-46-112.jpg',\n",
       " '0001-11446-49-112.jpg',\n",
       " '0001-11447-75-147.jpg',\n",
       " '0001-11447-81-188.jpg',\n",
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       " '20151124T044725.930511_i1260j1367.png',\n",
       " '20151124T044726.730035_i1351j1140.png',\n",
       " '20151124T044726.930466_i1271j1003.png',\n",
       " '20151124T044727.530336_i648j663.png',\n",
       " '20151124T044729.130072_i1194j677.png',\n",
       " '20151124T044730.330097_i788j1022.png',\n",
       " '20151124T044731.658968_i1126j1503.png',\n",
       " '20151124T044732.658953_i954j1934.png',\n",
       " '20151124T044733.459071_i219j1818.png',\n",
       " '20151124T044841.238894_i1709j808.png',\n",
       " '20151124T044843.038778_i1470j198.png',\n",
       " '20151124T044847.167051_i1441j475.png',\n",
       " '20151124T044847.567049_i2451j1250.png',\n",
       " '20151124T044851.224702_i1599j1720.png',\n",
       " '20151124T044852.224812_i1352j1876.png',\n",
       " '20151124T044924.704024_i1687j717.png',\n",
       " '20151124T044932.090018_i1729j692.png',\n",
       " '20151124T044936.747235_i1825j9.png',\n",
       " '20151124T044944.333178_i2183j1783.png',\n",
       " '20151124T044945.533016_i2219j1313.png',\n",
       " '20151124T044945.933256_i1901j1363.png',\n",
       " '20151124T044947.532892_i2006j1203.png',\n",
       " '20151124T044947.933014_i2044j1537.png',\n",
       " '20151124T045010.156586_i2071j1215.png',\n",
       " '20151124T045012.885547_i1670j1881.png',\n",
       " '20151124T045017.413715_i2085j484.png',\n",
       " '20151124T045021.870155_i1980j1248.png',\n",
       " '20151124T045022.470476_i1789j1728.png',\n",
       " '20151124T045029.607496_i1892j250.png',\n",
       " '20151124T045044.794318_i1487j1550.png',\n",
       " '20151124T045055.579416_i1585j578.png',\n",
       " '20151124T045102.965815_i2009j840.png',\n",
       " '20151124T045103.765888_i1509j172.png',\n",
       " '20151124T045110.095351_i1648j1606.png',\n",
       " '20151124T045116.011393_i1645j198.png',\n",
       " '_MG_3004_07.jpg',\n",
       " '_MG_3004_12.jpg',\n",
       " '_MG_3004_18.jpg',\n",
       " '_MG_3004_23.jpg',\n",
       " '_MG_3004_24.jpg',\n",
       " '_MG_3017_05.jpg',\n",
       " '_MG_3017_06.jpg',\n",
       " '_MG_3017_18.jpg',\n",
       " '_MG_3017_23.jpg',\n",
       " '_MG_3017_24.jpg',\n",
       " '_MG_8071_02.jpg',\n",
       " '_MG_8071_03.jpg',\n",
       " '_MG_8071_04.jpg',\n",
       " '_MG_8071_05.jpg',\n",
       " '_MG_8071_08.jpg',\n",
       " '_MG_8071_09.jpg',\n",
       " '_MG_8071_10.jpg',\n",
       " '_MG_8080_19.jpg',\n",
       " '_MG_8903_19.jpg',\n",
       " '_MG_8903_23.jpg',\n",
       " '_MG_8903_24.jpg',\n",
       " '_MG_8915_01.jpg',\n",
       " '_MG_8915_03.jpg',\n",
       " '_MG_8915_04.jpg',\n",
       " '_MG_8915_05.jpg',\n",
       " '_MG_8915_06.jpg',\n",
       " '_MG_8915_09.jpg',\n",
       " '_MG_8915_10.jpg',\n",
       " '_MG_8915_18.jpg',\n",
       " '_MG_8915_24.jpg',\n",
       " '_MG_9000_13.jpg',\n",
       " '_MG_9000_14.jpg',\n",
       " '_MG_9000_16.jpg',\n",
       " '_MG_9000_19.jpg',\n",
       " '_MG_9000_21.jpg',\n",
       " '_MG_9000_22.jpg',\n",
       " '_MG_9000_23.jpg',\n",
       " '_MG_9000_24.jpg',\n",
       " 'via_project_fruits.json']"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sorted(not_images)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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